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README.md

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+---
+license: apache-2.0
+language:
+- ar
+pipeline_tag: text-classification
+tags:
+- transformers
+- sentence-transformers
+- text-embeddings-inference
+---
+
+# Introducing ARM-V1 | Arabic Reranker Model (Version 1)
+
+**For more info please refer to this blog: [ARM | Arabic Reranker Model](www.omarai.me).**
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+✨ This model is designed specifically for Arabic language reranking tasks, optimized to handle queries and passages with precision. 
+✨ Unlike embedding models, which generate vector representations, this reranker directly evaluates the similarity between a question and a document, outputting a relevance score. 
+✨ Trained on a combination of positive and hard negative query-passage pairs, it excels in identifying the most relevant results. 
+✨ The output score can be transformed into a [0, 1] range using a sigmoid function, providing a clear and interpretable measure of relevance.
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